[HTML][HTML] Genomic selection: A tool for accelerating the efficiency of molecular breeding for development of climate-resilient crops
Since the inception of the theory and conceptual framework of genomic selection (GS),
extensive research has been done on evaluating its efficiency for utilization in crop …
extensive research has been done on evaluating its efficiency for utilization in crop …
[HTML][HTML] Machine learning approaches for crop improvement: Leveraging phenotypic and genotypic big data
H Tong, Z Nikoloski - Journal of plant physiology, 2021 - Elsevier
Highly efficient and accurate selection of elite genotypes can lead to dramatic shortening of
the breeding cycle in major crops relevant for sustaining present demands for food, feed …
the breeding cycle in major crops relevant for sustaining present demands for food, feed …
[PDF][PDF] Partitioning heritability of regulatory and cell-type-specific variants across 11 common diseases
Regulatory and coding variants are known to be enriched with associations identified by
genome-wide association studies (GWASs) of complex disease, but their contributions to …
genome-wide association studies (GWASs) of complex disease, but their contributions to …
[HTML][HTML] Application of high-dimensional feature selection: evaluation for genomic prediction in man
ML Bermingham, R Pong-Wong, A Spiliopoulou… - Scientific reports, 2015 - nature.com
In this study, we investigated the effect of five feature selection approaches on the
performance of a mixed model (G-BLUP) and a Bayesian (Bayes C) prediction method. We …
performance of a mixed model (G-BLUP) and a Bayesian (Bayes C) prediction method. We …
[图书][B] Genetic data analysis for plant and animal breeding
We wrote this book to fill the gap between textbooks of quantitative genetic theory and
software manuals that provide details on analytical methods but little context or perspective …
software manuals that provide details on analytical methods but little context or perspective …
[HTML][HTML] Genomic prediction of host resistance to sea lice in farmed Atlantic salmon populations
HY Tsai, A Hamilton, AE Tinch, DR Guy… - Genetics Selection …, 2016 - Springer
Background Sea lice have significant negative economic and welfare impacts on marine
Atlantic salmon farming. Since host resistance to sea lice has a substantial genetic …
Atlantic salmon farming. Since host resistance to sea lice has a substantial genetic …
Perspectives for genomic selection applications and research in plants
Genomic selection (GS) has created a lot of excitement and expectations in the animal‐and
plant‐breeding research communities. In this review, we briefly describe how genomic …
plant‐breeding research communities. In this review, we briefly describe how genomic …
PANOMICS meets germplasm
Genotyping‐by‐sequencing has enabled approaches for genomic selection to improve
yield, stress resistance and nutritional value. More and more resource studies are emerging …
yield, stress resistance and nutritional value. More and more resource studies are emerging …
Genome properties and prospects of genomic prediction of hybrid performance in a breeding program of maize
Maize (Zea mays L.) serves as model plant for heterosis research and is the crop where
hybrid breeding was pioneered. We analyzed genomic and phenotypic data of 1254 hybrids …
hybrid breeding was pioneered. We analyzed genomic and phenotypic data of 1254 hybrids …
[HTML][HTML] Integrating crop growth models with whole genome prediction through approximate Bayesian computation
Genomic selection, enabled by whole genome prediction (WGP) methods, is revolutionizing
plant breeding. Existing WGP methods have been shown to deliver accurate predictions in …
plant breeding. Existing WGP methods have been shown to deliver accurate predictions in …